{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9fd54a32",
   "metadata": {},
   "source": [
    "<a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/docs/examples/llm/openai.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e3a8796-edc8-43f2-94ad-fe4fb20d70ed",
   "metadata": {},
   "source": [
    "# OpenAI\n",
    "\n",
    "This notebook shows how to use the OpenAI LLM.\n",
    "\n",
    "If you are looking to integrate with an OpenAI-Compatible API that is not the official OpenAI API, please see the [OpenAI-Compatible LLMs](https://docs.llamaindex.ai/en/stable/api_reference/llms/openai_like/#llama_index.llms.openai_like.OpenAILike) integration."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "081d07d2",
   "metadata": {},
   "source": [
    "If you're opening this Notebook on colab, you will probably need to install LlamaIndex 🦙."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3f6f8702",
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install llama-index llama-index-llms-openai"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b007403c-6b7a-420c-92f1-4171d05ed9bb",
   "metadata": {},
   "source": [
    "## Basic Usage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e0a6c491",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"sk-...\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0b79b0d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(\n",
    "    model=\"gpt-4o-mini\",\n",
    "    # api_key=\"some key\",  # uses OPENAI_API_KEY env var by default\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ead155e-b8bd-46f9-ab9b-28fc009361dd",
   "metadata": {},
   "source": [
    "#### Call `complete` with a prompt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "60be18ae-c957-4ac2-a58a-0652e18ee6d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "resp = llm.complete(\"Paul Graham is \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac2cbebb-a444-4a46-9d85-b265a3483d68",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a computer scientist, entrepreneur, and venture capitalist. He is best known for co-founding the startup accelerator Y Combinator and for his work on Lisp, a programming language. Graham has also written several influential essays on startups, technology, and entrepreneurship.\n"
     ]
    }
   ],
   "source": [
    "print(resp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14831268-f90f-499d-9d86-925dbc88292b",
   "metadata": {},
   "source": [
    "#### Call `chat` with a list of messages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "bbe29574-4af1-48d5-9739-f60652b6ce6c",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.core.llms import ChatMessage\n",
    "\n",
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"system\", content=\"You are a pirate with a colorful personality\"\n",
    "    ),\n",
    "    ChatMessage(role=\"user\", content=\"What is your name\"),\n",
    "]\n",
    "resp = llm.chat(messages)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9cbd550a-0264-4a11-9b2c-a08d8723a5ae",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "assistant: Ahoy matey! The name's Rainbow Roger, the most colorful pirate on the seven seas! What can I do for ye today?\n"
     ]
    }
   ],
   "source": [
    "print(resp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ed5e894-4597-4911-a623-591560f72b82",
   "metadata": {},
   "source": [
    "## Streaming"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7311566b",
   "metadata": {},
   "source": [
    "Using `stream_complete` endpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0c896dbd",
   "metadata": {},
   "outputs": [],
   "source": [
    "resp = llm.stream_complete(\"Paul Graham is \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a79deaf3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a computer scientist, entrepreneur, and venture capitalist. He is best known for co-founding the startup accelerator Y Combinator and for his work on programming languages and web development. Graham is also a prolific writer and has published several influential essays on technology, startups, and entrepreneurship."
     ]
    }
   ],
   "source": [
    "for r in resp:\n",
    "    print(r.delta, end=\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "15ae9c4a",
   "metadata": {},
   "source": [
    "Using `stream_chat` endpoint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "173d8412",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.core.llms import ChatMessage\n",
    "\n",
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"system\", content=\"You are a pirate with a colorful personality\"\n",
    "    ),\n",
    "    ChatMessage(role=\"user\", content=\"What is your name\"),\n",
    "]\n",
    "resp = llm.stream_chat(messages)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9cc4cb7d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Ahoy matey! The name's Captain Rainbowbeard! Aye, I be a pirate with a love for all things colorful and bright. Me beard be as vibrant as a rainbow, and me ship be the most colorful vessel on the seven seas! What can I do for ye today, me hearty?"
     ]
    }
   ],
   "source": [
    "for r in resp:\n",
    "    print(r.delta, end=\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "87356c8d",
   "metadata": {},
   "source": [
    "## Configure Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53e9ae5b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-4o\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ff7a3aaa",
   "metadata": {},
   "outputs": [],
   "source": [
    "resp = llm.complete(\"Paul Graham is \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6b73f350",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a computer scientist, entrepreneur, and venture capitalist. He is best known for co-founding the startup accelerator Y Combinator and for his work on Lisp, a programming language. Graham has also written several influential essays on startups, technology, and entrepreneurship.\n"
     ]
    }
   ],
   "source": [
    "print(resp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4fc4c7c6",
   "metadata": {},
   "outputs": [],
   "source": [
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"system\", content=\"You are a pirate with a colorful personality\"\n",
    "    ),\n",
    "    ChatMessage(role=\"user\", content=\"What is your name\"),\n",
    "]\n",
    "resp = llm.chat(messages)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0efdf231",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "assistant: Ahoy matey! The name's Captain Rainbowbeard, the most colorful pirate on the seven seas! What can I do for ye today? Arrr!\n"
     ]
    }
   ],
   "source": [
    "print(resp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5170f908",
   "metadata": {},
   "source": [
    "## Image Support\n",
    "\n",
    "OpenAI has support for images in the input of chat messages for many models.\n",
    "\n",
    "Using the content blocks feature of chat messages, you can easily combone text and images in a single LLM prompt."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d9ac4a61",
   "metadata": {},
   "outputs": [],
   "source": [
    "!wget https://cdn.pixabay.com/photo/2016/07/07/16/46/dice-1502706_640.jpg -O image.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4da96618",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The image is a black and white photograph featuring three dice in mid-air above a checkered surface, likely a chessboard. The dice are captured in motion, with one showing the number five prominently. The background is dark, with a subtle light beam creating a triangular shape above the dice, adding a dramatic effect to the composition.\n"
     ]
    }
   ],
   "source": [
    "from llama_index.core.llms import ChatMessage, TextBlock, ImageBlock\n",
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-4o\")\n",
    "\n",
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"user\",\n",
    "        blocks=[\n",
    "            ImageBlock(path=\"image.png\"),\n",
    "            TextBlock(text=\"Describe the image in a few sentences.\"),\n",
    "        ],\n",
    "    )\n",
    "]\n",
    "\n",
    "resp = llm.chat(messages)\n",
    "print(resp.message.content)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3e83c40c",
   "metadata": {},
   "source": [
    "## Audio Support\n",
    "\n",
    "OpenAI has beta support for audio inputs and outputs, using their audio-preview models.\n",
    "\n",
    "When using these models, you can configure the output modality (text or audio) using the `modalities` parameter. The output audio configuration can also be set using the `audio_config` parameter. See the [OpenAI docs](https://platform.openai.com/docs/guides/audio) for more information."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "989fc819",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.core.llms import ChatMessage\n",
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "\n",
    "llm = OpenAI(\n",
    "    model=\"gpt-4o-audio-preview\",\n",
    "    modalities=[\"text\", \"audio\"],\n",
    "    audio_config={\"voice\": \"alloy\", \"format\": \"wav\"},\n",
    ")\n",
    "\n",
    "messages = [\n",
    "    ChatMessage(role=\"user\", content=\"Hello! My name is Logan.\"),\n",
    "]\n",
    "\n",
    "resp = llm.chat(messages)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "477587a7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import base64\n",
    "from IPython.display import Audio\n",
    "\n",
    "Audio(base64.b64decode(resp.message.blocks[0].audio), rate=16000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "90b20a7d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source 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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Add the response to the chat history and ask for the user's name\n",
    "messages.append(resp.message)\n",
    "messages.append(ChatMessage(role=\"user\", content=\"What is my name?\"))\n",
    "\n",
    "resp = llm.chat(messages)\n",
    "Audio(base64.b64decode(resp.message.blocks[0].audio), rate=16000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5a769a8",
   "metadata": {},
   "source": [
    "We can also use audio as input and get descriptions or transcriptions of the audio."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6b6527df",
   "metadata": {},
   "outputs": [],
   "source": [
    "!wget AUDIO_URL = \"https://science.nasa.gov/wp-content/uploads/2024/04/sounds-of-mars-one-small-step-earth.wav\" -O audio.wav"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "45a6d3c2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "assistant: The audio is a famous quote from astronaut Neil Armstrong during the Apollo 11 moon landing in 1969. As he became the first human to step onto the moon's surface, he said, \"That's one small step for man, one giant leap for mankind.\" This moment marked a significant achievement in space exploration and human history.\n"
     ]
    }
   ],
   "source": [
    "from llama_index.core.llms import ChatMessage, AudioBlock, TextBlock\n",
    "\n",
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"user\",\n",
    "        blocks=[\n",
    "            AudioBlock(path=\"audio.wav\", format=\"wav\"),\n",
    "            TextBlock(\n",
    "                text=\"Describe the audio in a few sentences. What is it from?\"\n",
    "            ),\n",
    "        ],\n",
    "    )\n",
    "]\n",
    "\n",
    "llm = OpenAI(\n",
    "    model=\"gpt-4o-audio-preview\",\n",
    "    modalities=[\"text\"],\n",
    ")\n",
    "\n",
    "resp = llm.chat(messages)\n",
    "print(resp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90f07f7e-927f-47a2-9797-de5a86d61e1f",
   "metadata": {},
   "source": [
    "## Using Function/Tool Calling\n",
    "\n",
    "OpenAI models have native support for function calling. This conveniently integrates with LlamaIndex tool abstractions, letting you plug in any arbitrary Python function to the LLM.\n",
    "\n",
    "In the example below, we define a function to generate a Song object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "212bb2d2-2bed-4188-85ad-3cd497d4b864",
   "metadata": {},
   "outputs": [],
   "source": [
    "from pydantic import BaseModel\n",
    "from llama_index.core.tools import FunctionTool\n",
    "\n",
    "\n",
    "class Song(BaseModel):\n",
    "    \"\"\"A song with name and artist\"\"\"\n",
    "\n",
    "    name: str\n",
    "    artist: str\n",
    "\n",
    "\n",
    "def generate_song(name: str, artist: str) -> Song:\n",
    "    \"\"\"Generates a song with provided name and artist.\"\"\"\n",
    "    return Song(name=name, artist=artist)\n",
    "\n",
    "\n",
    "tool = FunctionTool.from_defaults(fn=generate_song)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "daec99fe",
   "metadata": {},
   "source": [
    "The `strict` parameter tells OpenAI whether or not to use constrained sampling when generating tool calls/structured outputs. This means that the generated tool call schema will always contain the expected fields.\n",
    "\n",
    "Since this seems to increase latency, it defaults to false."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ba29ea39-39cd-42f4-934e-78fba4935a1c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name='Random Vibes' artist='DJ Chill'\n"
     ]
    }
   ],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-4o-mini\", strict=True)\n",
    "response = llm.predict_and_call(\n",
    "    [tool],\n",
    "    \"Pick a random song for me\",\n",
    "    # strict=True  # can also be set at the function level to override the class\n",
    ")\n",
    "print(str(response))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "629bdb64-e5bd-4539-9537-54352dd8dbb4",
   "metadata": {},
   "source": [
    "We can also do multiple function calling."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c098cb38-bfed-4907-8109-6810756f2ae5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Name: generate_song, Input: {'args': (), 'kwargs': {'name': 'Hey Jude', 'artist': 'The Beatles'}}, Output: name='Hey Jude' artist='The Beatles'\n",
      "Name: generate_song, Input: {'args': (), 'kwargs': {'name': 'Let It Be', 'artist': 'The Beatles'}}, Output: name='Let It Be' artist='The Beatles'\n",
      "Name: generate_song, Input: {'args': (), 'kwargs': {'name': 'Yesterday', 'artist': 'The Beatles'}}, Output: name='Yesterday' artist='The Beatles'\n",
      "Name: generate_song, Input: {'args': (), 'kwargs': {'name': 'Come Together', 'artist': 'The Beatles'}}, Output: name='Come Together' artist='The Beatles'\n",
      "Name: generate_song, Input: {'args': (), 'kwargs': {'name': 'Help!', 'artist': 'The Beatles'}}, Output: name='Help!' artist='The Beatles'\n"
     ]
    }
   ],
   "source": [
    "llm = OpenAI(model=\"gpt-3.5-turbo\")\n",
    "response = llm.predict_and_call(\n",
    "    [tool],\n",
    "    \"Generate five songs from the Beatles\",\n",
    "    allow_parallel_tool_calls=True,\n",
    ")\n",
    "for s in response.sources:\n",
    "    print(f\"Name: {s.tool_name}, Input: {s.raw_input}, Output: {str(s)}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7552118f",
   "metadata": {},
   "source": [
    "### Manual Tool Calling"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dade92c4",
   "metadata": {},
   "source": [
    "If you want to control how a tool is called, you can also split the tool calling and tool selection into their own steps.\n",
    "\n",
    "First, lets select a tool."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1a76226a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.core.llms import ChatMessage\n",
    "\n",
    "chat_history = [ChatMessage(role=\"user\", content=\"Pick a random song for me\")]\n",
    "\n",
    "resp = llm.chat_with_tools([tool], chat_history=chat_history)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9eb38e2",
   "metadata": {},
   "source": [
    "Now, lets call the tool the LLM selected (if any).\n",
    "\n",
    "If there was a tool call, we should send the results to the LLM to generate the final response (or another tool call!)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43163a59",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calling generate_song with {'name': 'Random Vibes', 'artist': 'DJ Chill'}\n"
     ]
    }
   ],
   "source": [
    "tools_by_name = {t.metadata.name: t for t in [tool]}\n",
    "tool_calls = llm.get_tool_calls_from_response(\n",
    "    resp, error_on_no_tool_call=False\n",
    ")\n",
    "\n",
    "while tool_calls:\n",
    "    # add the LLM's response to the chat history\n",
    "    chat_history.append(resp.message)\n",
    "\n",
    "    for tool_call in tool_calls:\n",
    "        tool_name = tool_call.tool_name\n",
    "        tool_kwargs = tool_call.tool_kwargs\n",
    "\n",
    "        print(f\"Calling {tool_name} with {tool_kwargs}\")\n",
    "        tool_output = tool(**tool_kwargs)\n",
    "        chat_history.append(\n",
    "            ChatMessage(\n",
    "                role=\"tool\",\n",
    "                content=str(tool_output),\n",
    "                # most LLMs like OpenAI need to know the tool call id\n",
    "                additional_kwargs={\"tool_call_id\": tool_call.tool_id},\n",
    "            )\n",
    "        )\n",
    "\n",
    "        resp = llm.chat_with_tools([tool], chat_history=chat_history)\n",
    "        tool_calls = llm.get_tool_calls_from_response(\n",
    "            resp, error_on_no_tool_call=False\n",
    "        )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78d611c5",
   "metadata": {},
   "source": [
    "Now, we should have a final response!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2c5864e3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here's a random song for you: **\"Random Vibes\"** by **DJ Chill**. Enjoy!\n"
     ]
    }
   ],
   "source": [
    "print(resp.message.content)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ede8d94-524b-4a51-8150-552df952f1bf",
   "metadata": {},
   "source": [
    "## Structured Prediction\n",
    "\n",
    "An important use case for function calling is extracting structured objects. LlamaIndex provides an intuitive interface for converting any LLM into a structured LLM - simply define the target Pydantic class (can be nested), and given a prompt, we extract out the desired object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "04312089-bf9a-48d0-918f-ca1b3808439b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "from llama_index.core.prompts import PromptTemplate\n",
    "from pydantic import BaseModel\n",
    "from typing import List\n",
    "\n",
    "\n",
    "class MenuItem(BaseModel):\n",
    "    \"\"\"A menu item in a restaurant.\"\"\"\n",
    "\n",
    "    course_name: str\n",
    "    is_vegetarian: bool\n",
    "\n",
    "\n",
    "class Restaurant(BaseModel):\n",
    "    \"\"\"A restaurant with name, city, and cuisine.\"\"\"\n",
    "\n",
    "    name: str\n",
    "    city: str\n",
    "    cuisine: str\n",
    "    menu_items: List[MenuItem]\n",
    "\n",
    "\n",
    "llm = OpenAI(model=\"gpt-3.5-turbo\")\n",
    "prompt_tmpl = PromptTemplate(\n",
    "    \"Generate a restaurant in a given city {city_name}\"\n",
    ")\n",
    "# Option 1: Use `as_structured_llm`\n",
    "restaurant_obj = (\n",
    "    llm.as_structured_llm(Restaurant)\n",
    "    .complete(prompt_tmpl.format(city_name=\"Dallas\"))\n",
    "    .raw\n",
    ")\n",
    "# Option 2: Use `structured_predict`\n",
    "# restaurant_obj = llm.structured_predict(Restaurant, prompt_tmpl, city_name=\"Miami\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4b6fffcd-ff1e-4755-a851-1c6757a8075e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Restaurant(name='Tasty Bites', city='Dallas', cuisine='Italian', menu_items=[MenuItem(course_name='Appetizer', is_vegetarian=True), MenuItem(course_name='Main Course', is_vegetarian=False), MenuItem(course_name='Dessert', is_vegetarian=True)])"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "restaurant_obj"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c46b9ea-f6e0-4c4b-aaeb-9d77fcbb9f63",
   "metadata": {},
   "source": [
    "#### Structured Prediction with Streaming\n",
    "\n",
    "Any LLM wrapped with `as_structured_llm` supports streaming through `stream_chat`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8d55877e-9313-4e94-b448-b8ef68ed0a6d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'city': 'Boston',\n",
      " 'cuisine': 'American',\n",
      " 'menu_items': [{'course_name': 'Appetizer', 'is_vegetarian': True},\n",
      "                {'course_name': 'Main Course', 'is_vegetarian': False},\n",
      "                {'course_name': 'Dessert', 'is_vegetarian': True}],\n",
      " 'name': 'Boston Bites'}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Restaurant(name='Boston Bites', city='Boston', cuisine='American', menu_items=[MenuItem(course_name='Appetizer', is_vegetarian=True), MenuItem(course_name='Main Course', is_vegetarian=False), MenuItem(course_name='Dessert', is_vegetarian=True)])"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from llama_index.core.llms import ChatMessage\n",
    "from IPython.display import clear_output\n",
    "from pprint import pprint\n",
    "\n",
    "input_msg = ChatMessage.from_str(\"Generate a restaurant in Boston\")\n",
    "\n",
    "sllm = llm.as_structured_llm(Restaurant)\n",
    "stream_output = sllm.stream_chat([input_msg])\n",
    "for partial_output in stream_output:\n",
    "    clear_output(wait=True)\n",
    "    pprint(partial_output.raw.dict())\n",
    "    restaurant_obj = partial_output.raw\n",
    "\n",
    "restaurant_obj"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df5fa1ab-f598-46da-80f3-f6af5dd2fe83",
   "metadata": {},
   "source": [
    "## Async"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3e088b90-12b6-4211-a9ca-696e9897e9ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-3.5-turbo\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8f649683-896a-439e-b14b-e5df5d803b82",
   "metadata": {},
   "outputs": [],
   "source": [
    "resp = await llm.acomplete(\"Paul Graham is \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d05d8b7c-07b3-4ce8-9a8c-fcd1e830316c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a computer scientist, entrepreneur, and venture capitalist. He is best known for co-founding the startup accelerator Y Combinator and for his work as an essayist and author on topics related to technology, startups, and entrepreneurship. Graham is also the co-founder of Viaweb, one of the first web-based applications, which was acquired by Yahoo in 1998. He has been a prominent figure in the tech industry for many years and is known for his insightful and thought-provoking writings on a wide range of subjects.\n"
     ]
    }
   ],
   "source": [
    "print(resp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "abc72d09-3bcd-4d48-9bb7-0920c56310c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "resp = await llm.astream_complete(\"Paul Graham is \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b28d7a06-1518-4ec0-b3cc-6364395b3561",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Paul Graham is an entrepreneur, venture capitalist, and computer scientist. He is best known for his work in the startup world, having co-founded the accelerator Y Combinator and investing in many successful startups such as Airbnb, Dropbox, and Stripe. He is also a prolific writer, having authored several books on topics such as startups, programming, and technology."
     ]
    }
   ],
   "source": [
    "async for delta in resp:\n",
    "    print(delta.delta, end=\"\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3782e752-3c65-4b11-b2c6-8efe55fc33b1",
   "metadata": {},
   "source": [
    "Async function calling is also supported."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7dcfaa77-edfe-42f9-8138-884c99dd3e62",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "name='Sunshine' artist='John Smith'\n"
     ]
    }
   ],
   "source": [
    "llm = OpenAI(model=\"gpt-3.5-turbo\")\n",
    "response = await llm.apredict_and_call([tool], \"Generate a song\")\n",
    "print(str(response))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a2782f06",
   "metadata": {},
   "source": [
    "## Set API Key at a per-instance level\n",
    "If desired, you can have separate LLM instances use separate API keys."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "015c2d39",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a computer scientist, entrepreneur, and venture capitalist. He is best known as the co-founder of the startup accelerator Y Combinator. Graham has also written several influential essays on startups and entrepreneurship, which have gained a wide following in the tech industry. He has been involved in the founding and funding of numerous successful startups, including Reddit, Dropbox, and Airbnb. Graham is known for his insightful and often controversial opinions on various topics, including education, inequality, and the future of technology.\n"
     ]
    }
   ],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-3.5-turbo\", api_key=\"BAD_KEY\")\n",
    "resp = llm.complete(\"Paul Graham is \")\n",
    "print(resp)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d3d07bd",
   "metadata": {},
   "source": [
    "## Additional kwargs\n",
    "Rather than adding same parameters to each chat or completion call, you can set them at a per-instance level with `additional_kwargs`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b2da534d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-3.5-turbo\", additional_kwargs={\"user\": \"your_user_id\"})\n",
    "resp = llm.complete(\"Paul Graham is \")\n",
    "print(resp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "890efd05",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_index.llms.openai import OpenAI\n",
    "\n",
    "llm = OpenAI(model=\"gpt-3.5-turbo\", additional_kwargs={\"user\": \"your_user_id\"})\n",
    "messages = [\n",
    "    ChatMessage(\n",
    "        role=\"system\", content=\"You are a pirate with a colorful personality\"\n",
    "    ),\n",
    "    ChatMessage(role=\"user\", content=\"What is your name\"),\n",
    "]\n",
    "resp = llm.chat(messages)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80fe5482",
   "metadata": {},
   "source": [
    "## RAG with LlamaCloud\n",
    "\n",
    "LlamaCloud is our cloud-based service that allows you to upload, parse, and index documents, and then search them using LlamaIndex.  LlamaCloud is currently in a private alpha; please [get in touch](https://docs.google.com/forms/d/e/1FAIpQLSdehUJJB4NIYfrPIKoFdF4j8kyfnLhMSH_qYJI_WGQbDWD25A/viewform) if you'd like to be considered as a design partner."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8fcf590a",
   "metadata": {},
   "source": [
    "### Installation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f345dd74",
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install llama-cloud-services"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f452fa6",
   "metadata": {},
   "source": [
    "### Setup OpenAI and LlamaCloud API Keys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2896e8dc",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "os.environ[\"OPENAI_API_KEY\"] = \"sk-...\"\n",
    "\n",
    "os.environ[\"LLAMA_CLOUD_API_KEY\"] = \"llx-...\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "12feb97b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_cloud.client import LlamaCloud\n",
    "\n",
    "client = LlamaCloud(token=os.environ[\"LLAMA_CLOUD_API_KEY\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe879565",
   "metadata": {},
   "source": [
    "### Create a Pipeline.\n",
    "\n",
    "Pipeline is an empty index on which you can ingest data.\n",
    "\n",
    "\n",
    "You need to Setup transformation and embedding config which will be used while ingesting the data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c9f2b3f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Embedding config\n",
    "embedding_config = {\n",
    "    \"type\": \"OPENAI_EMBEDDING\",\n",
    "    \"component\": {\n",
    "        \"api_key\": os.environ[\"OPENAI_API_KEY\"],\n",
    "        \"model_name\": \"text-embedding-ada-002\",  # You can choose any OpenAI Embedding model\n",
    "    },\n",
    "}\n",
    "\n",
    "# Transformation auto config\n",
    "transform_config = {\n",
    "    \"mode\": \"auto\",\n",
    "    \"config\": {\n",
    "        \"chunk_size\": 1024,  # editable\n",
    "        \"chunk_overlap\": 20,  # editable\n",
    "    },\n",
    "}\n",
    "\n",
    "pipeline = {\n",
    "    \"name\": \"openai-rag-pipeline\",  # Change the name if needed\n",
    "    \"embedding_config\": embedding_config,\n",
    "    \"transform_config\": transform_config,\n",
    "    \"data_sink_id\": None,\n",
    "}\n",
    "\n",
    "pipeline = client.pipelines.upsert_pipeline(request=pipeline)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89a646cc",
   "metadata": {},
   "source": [
    "### File Upload\n",
    "\n",
    "We will upload files and add them to the index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9b994ca8",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"../data/10k/uber_2021.pdf\", \"rb\") as f:\n",
    "    file = client.files.upload_file(upload_file=f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "27b256e0",
   "metadata": {},
   "outputs": [],
   "source": [
    "files = [{\"file_id\": file.id}]\n",
    "\n",
    "pipeline_files = client.pipelines.add_files_to_pipeline(\n",
    "    pipeline.id, request=files\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbcf7e4f",
   "metadata": {},
   "source": [
    "### Check the Ingestion job status"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a8947b06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<ManagedIngestionStatus.SUCCESS: 'SUCCESS'>"
      ]
     },
     "execution_count": null,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "jobs = client.pipelines.list_pipeline_jobs(pipeline.id)\n",
    "\n",
    "jobs[0].status"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e027b28e",
   "metadata": {},
   "source": [
    "### Connect to Index.\n",
    "\n",
    "Once the ingestion job is done, head over to your index on the [platform](https://cloud.llamaindex.ai/) and get the necessary details to connect to the index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d17c769a",
   "metadata": {},
   "outputs": [],
   "source": [
    "from llama_cloud_services import LlamaCloudIndex\n",
    "\n",
    "index = LlamaCloudIndex(\n",
    "    name=\"openai-rag-pipeline\",\n",
    "    project_name=\"Default\",\n",
    "    organization_id=\"YOUR ORG ID\",\n",
    "    api_key=os.environ[\"LLAMA_CLOUD_API_KEY\"],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adc6cbb2",
   "metadata": {},
   "source": [
    "### Test on Sample Query"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1efceb5d",
   "metadata": {},
   "outputs": [],
   "source": [
    "query = \"What is the revenue of Uber in 2021?\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "408da2bb",
   "metadata": {},
   "source": [
    "### Retriever \n",
    "\n",
    "Here we use hybrid search and re-ranker (cohere re-ranker by default)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f1204749",
   "metadata": {},
   "outputs": [],
   "source": [
    "retriever = index.as_retriever(\n",
    "    dense_similarity_top_k=3,\n",
    "    sparse_similarity_top_k=3,\n",
    "    alpha=0.5,\n",
    "    enable_reranking=True,\n",
    ")\n",
    "\n",
    "retrieved_nodes = retriever.retrieve(query)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d1470409",
   "metadata": {},
   "source": [
    "#### Display the retrieved nodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cde7b9fc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "**Node ID:** 6341cc9c-1d81-46d6-afa3-9c2490f79514<br>**Similarity:** 0.99879813<br>**Text:** 2021 Compared to 2020\n",
       "\n",
       "Revenue increased $6.3 billion, or 57%, primarily attributable to an increase in Gross Bookings of 56%, or 53% on a constant currency basis. The increase in Gross Bookings was primarily driven by an increase in Delivery Gross Bookings of 71%, or 66% on a constant currency basis, due to an increase in food delivery orders and higher basket sizes as a result of stay-at-home order demand related to COVID-19, as well as continued expansion across U.S. and international markets. The increase was also driven by Mobility Gross Bookings growth of 38%, or 36% on a constant currency basis, due to increases in Trip volumes as the business recovers from the impacts of COVID-19. Additionally, we saw an increase in Delivery revenue resulting from an increase in certain Courier payments and incentives that are recorded in cost of revenue, where we are primarily responsible for delivery services and pay Couriers for services provided.<br>"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "**Node ID:** e022d492-0fe0-4988-979e-dc5de9eeaf2d<br>**Similarity:** 0.996597<br>**Text:** Highlights for 2021\n",
       "\n",
       "Overall Gross Bookings increased by $32.5 billion in 2021, up 56%, or 53% on a constant currency basis, compared to 2020. Delivery Gross Bookings grew 66% from 2020, on a constant currency basis, due to an increase in food delivery orders and higher basket sizes as a result of stay-at-home order demand related to COVID-19, as well as continued expansion across U.S. and international markets. Additionally, we saw an increase in Delivery revenue resulting from an increase in certain Courier payments and incentives that are recorded in cost of revenue, where we are primarily responsible for delivery services and pay Couriers for services provided. Mobility Gross Bookings grew 36%, on a constant currency basis, from 2020, due to increases in Trip volumes as the business recovers from the impacts of COVID-19.\n",
       "\n",
       "Revenue was $17.5 billion, or up 57% year-over-year, reflecting the overall growth in our Delivery business and an increase in Freight revenue attributable to ...<br>"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "**Node ID:** 00d31b26-b734-4475-b47a-8cb839ff65e0<br>**Similarity:** 0.9962638<br>**Text:** 2021 Compared to 2020\n",
       "\n",
       "Cost of revenue, exclusive of depreciation and amortization, increased $4.2 billion, or 81%, mainly due to a $2.1 billion increase in Courier payments and incentives in certain markets, a $660 million increase in insurance expense primarily due to an increase in miles driven in our Delivery business, and a $873 million increase in Freight carrier payments.\n",
       "---<br>"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from llama_index.core.response.notebook_utils import display_source_node\n",
    "\n",
    "for retrieved_node in retrieved_nodes:\n",
    "    display_source_node(retrieved_node, source_length=1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34c01d6f",
   "metadata": {},
   "source": [
    "#### Query Engine\n",
    "\n",
    "QueryEngine to setup entire RAG workflow."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b8b8ab1c",
   "metadata": {},
   "outputs": [],
   "source": [
    "query_engine = index.as_query_engine(\n",
    "    dense_similarity_top_k=3,\n",
    "    sparse_similarity_top_k=3,\n",
    "    alpha=0.5,\n",
    "    enable_reranking=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4b9c590",
   "metadata": {},
   "source": [
    "#### Response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b5b1ed5d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The revenue of Uber in 2021 was $17.5 billion.\n"
     ]
    }
   ],
   "source": [
    "response = query_engine.query(query)\n",
    "\n",
    "print(response)"
   ]
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "display_name": "llama-index-caVs7DDe-py3.10",
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   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3"
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